CN206058263U - Laboratory management system based on intelligent data acquisition - Google Patents
Laboratory management system based on intelligent data acquisition Download PDFInfo
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- CN206058263U CN206058263U CN201620801505.2U CN201620801505U CN206058263U CN 206058263 U CN206058263 U CN 206058263U CN 201620801505 U CN201620801505 U CN 201620801505U CN 206058263 U CN206058263 U CN 206058263U
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Abstract
The utility model provides a laboratory management system based on intelligent data acquisition, which comprises a management terminal and a data acquisition system which are connected with each other through a network; the data acquisition system comprises a main control end, at least one acquisition device and at least one laboratory device, and the management terminal is connected with the main control end through a network; the main control end is connected with at least one acquisition device through a network; each acquisition device is connected with one laboratory device in a wired and/or wireless mode, and the acquisition devices are used for acquiring data of the laboratory devices. The utility model discloses a found laboratory management system based on intelligent data acquisition, standardized laboratory process management and quality table, realized the information-based support of manpower resources, instrument and equipment management. Through the function of acquiring the test data, the unified storage and the advanced analysis application of the laboratory data are realized, and the integral automation level and the working efficiency of the laboratory are improved.
Description
Technical field
This utility model is related to a kind of Design of Laboratory Management System, more particularly to a kind of experiment based on intelligent data acquisition
Room management system.
Background technology
In the face of increasing scientific research and testing demand, easy, the clear, Design of Laboratory Management System of specification also arises at the historic moment.
The transaction management of laboratory is loaded down with trivial details, and the flow process being related to is more.It is valuable source that various scientific researches and experimental facilitiess are experiments, equipment
Species, place, price, order target, custodian and will be managed collectively.
Due to the achievement in research of laboratory, Project Process data, personnel experience summary, company standard specification, experiment test
Numerous scientific research business datums such as data, operational control data are both dispersed in the server of each laboratory and the PC of employee
On, therefore the shared and utilization and the unified management of laboratory data resource of laboratory scientific data cannot be realized so that data
Safety, maintenance cause data obtain abundant management and control, easily cause safety problem all in runaway condition.Meanwhile, lack across
Professional field it is reciprocal, scientific achievement cannot form interpenetrating between specialty and promote.
Therefore, existing Design of Laboratory Management System cannot meet actual demand.
Utility model content
Problem to be solved in the utility model is to provide a kind of Design of Laboratory Management System, can be by two sets of test systems
Data are carried out unifying to gather, unify storage, unified management, unified Analysis.
To solve above-mentioned technical problem, the technical solution adopted in the utility model is：It is a kind of to be based on intelligent data acquisition
Design of Laboratory Management System, including the management terminal, data collecting system that are connected with each other by network；The data collecting system
Including main control end, at least one collecting device, at least one laboratory equlpment, the management terminal is connected with main control end by network
Connect；The main control end is connected with least one collecting device by network；Each collecting device is by side wiredly and/or wirelessly
Formula is connected with a laboratory equlpment, and collecting device is used for the data for gathering laboratory equlpment.
In this utility model, management terminal is provided with management system, and a main control end can control multiple collecting devices, main
Control end adopts main control server, collecting device to transmit data by online or offline mode with main control end.Main control end is responsible for pipe
All collecting devices of the laboratory are managed, the data that these collecting devices are collected are shown and preserve, while by the reality for collecting
When data or file imports to management terminal afterwards, and file will import application server or export to main control end afterwards；Master control
Hold for receiving the test mission information that comes from management terminal and test data being uploaded to management terminal.In order to realize and manage
The data interchange of reason system, data collecting system must be directly connected to management system.
Further, the laboratory equlpment includes testing equipment.
Further, the testing equipment includes but is not limited to electric power laboratory equlpment, relay protection tester, environmental laboratory
Equipment, electromagnetic compatibility test equipment, RTDS systems, Programmable AC Power Source, assay device, the inspection of metering automation terminal are put down
Platform, electromagnetic compatibility test equipment, environmental laboratory equipment, relay protection tester, transformer standard and assay device, electric energy metrical are whole
Body error checking arrangement, electromagnetic compatibility test equipment.
Further, the management terminal is connected with main control end by Intranet；The main control end passes through Intranet
It is connected with least one collecting device.Wherein Intranet is in-house network.
Further, the management terminal is made up of application server, database server.
Further, the management system is communicated with data collecting system using Web Service.By arranging
Web Service, the test mission that main control end is inquired about in current management systems by Web Service.
Further, described is that serial equipment, USB set by the laboratory equlpment that wired mode is connected with collecting device
Standby or serial server.By laboratory equlpment is set to serial equipment, USB device or serial server, then collecting device
The data of laboratory equlpment can be gathered by wired mode.
Further, described is the network equipment with collecting device is wirelessly connected laboratory equlpment.To adopt
Collection equipment is connected with laboratory equlpment, and collecting device can be acquired to the data in laboratory equlpment by network.
Further, it is separate between the laboratory equlpment.It is separate by laboratory equlpment is set to, then
If certain laboratory equlpment has failure or has new laboratory equlpment access system, the laboratory for affecting only failure sets
Standby or new laboratory equlpment cannot complete acquisition tasks, and the data without having influence on other laboratory equlpment are normally adopted
Collection.
This utility model has the advantages and positive effects that：
(1) by building Design of Laboratory Management System based on intelligent data acquisition, specification laboratory related management rule
Model and quality form, realize the transparent management of human resourcess, instrument and equipment.By integration test data acquisition function, eliminate
Information island, realizes that cross-system is integrated, improves the overall Automated water gentle work efficiency of laboratory；
(2) by laboratory room managing is combined with reference to CNAS, ensure including material installation card, personnel, method ensures, and work
Make preventive measure etc., there is provided perfect CNAS systems are supported, be capable of achieving the becoming more meticulous of laboratory room managing, procedure, Jin Er great
It is big to improve management benefit；
(3) by Design of Laboratory Management System construction, each laboratory tasks information, test data information etc. are carried out into concentration system
One management and control, it is to avoid the needs of experimental duties information are originally mutually seeked advice between each laboratory, the developmental tube of each laboratory is reduced
Reason pressure.Meanwhile, the management technique of various maturations can be comprehensively utilized to the resource after concentration, intensive management is realized, so as to
Management benefit is at utmost improved, management cost is reduced；
(4) by the Design of Laboratory Management System study on construction based on intelligent data acquisition, construct and meet industry test
The lab resources management system of detection business characteristic, and Design of Laboratory Management System is developed based on this.Project specification reality
Resource and the workflow management of chamber interior are tested, the work efficiency of lab assistant are improve, and is possessed certain decision data function,
Informationization path for industry testing inspection business provides exemplary role.
Description of the drawings
Fig. 1 is the composition structural representation of Design of Laboratory Management System of the present utility model.
In figure, 1, management terminal, 2, data collecting system, 21, main control end, 22, collecting device, 23, laboratory equlpment,
24th, LAN
Specific embodiment
The utility model is described in further detail below in conjunction with the accompanying drawings.
As shown in figure 1, a kind of Design of Laboratory Management System based on intelligent data acquisition, including being connected with each other by network
Management terminal 1, data collecting system 2, management terminal 1 is provided with management system, and the data collecting system 2 includes main control end
21st, at least one collecting device 22, at least one laboratory equlpment 23.The management terminal (1) is by Intranet and master control
End (21) connection；The main control end (21) is connected with least one collecting device 22 by Intranet；Each collecting device 22
It is connected with a laboratory equlpment 23 by way of wiredly and/or wirelessly, collecting device 22 is used to gather laboratory equlpment 23
Data.Laboratory equlpment 23 includes testing equipment.
One main control end 21 can control multiple collecting devices 22, and each collecting device 22 connects a laboratory equlpment
23。
In order to realize that online data is gathered, data collecting system 2 must be directly connected to data source, in order to realize and manage
The data interchange of system, data collecting system 2 must be directly connected to management system, therefore data collecting system 2 adopts two-stage
Structure is disposed, i.e. collecting device 22, main control end 21.
Main control end 21 is responsible for installing primary control program, while being responsible for system platform by network connection, main control end 21 is led
Control computer, the test mission information that the forwarding Design of Laboratory Management System of main control end 21 is assigned, and the number that collecting device 22 is collected
According to Design of Laboratory Management System is uploaded to, in main control end 21, user may browse through, upload, deriving the test number of the main control end 21
According to.The reality of laboratory basic network is depended on during the deployment of a set of data collecting system 2 using how many main control ends 21
Border situation, disposes a main control end 21 in a LAN 24 in principle.
Collecting device 22 is connected with laboratory equlpment 23, is responsible for the collecting work of data.Install on collecting device 22 and adopt
Collection program and data processor, while being connected with collection main control server by LAN 24, and pass through netting twine or other sides
Formula is connected with TT＆C system computer, and the consideration in some are needed with TT＆C system guard of computer to be protected, part are gathered
Equipment 22 needs to use double netcard, collecting device 22 to collect, preserve, upload from laboratory equlpment 23 according to the pilot project for receiving
Test data, on collecting device 22, user can control the startup of acquisition function, time-out, terminate, and data can be recorded
Enter, analyze, edit.Collecting device 22 can transmit data by online or offline mode with main control end 21.
Laboratory equlpment 23 is connected with collecting device 22 by way of wiredly and/or wirelessly.For data cannot be provided
The laboratory equlpment 23 of access interface, collecting device 22 also need to extend an oracle listener, and the program needs to test with target
Room equipment 23 is deployed on same computer, for monitoring the change of the data that laboratory equlpment 23 is produced in running
Change.It is that specific equipment or system customization are developed that the program is, when the equipment is without external API, provides only and can read while write
Measurement data file or during operation file, oracle listener by monitoring these data files and operation file come gathered data,
Communicated come transmission data by bottom-layer network again, when all hardware equipment or system all provide external API, oracle listener can
Not exist.It is separate between laboratory equlpment 23, if certain laboratory equlpment 23 breaks down or has new laboratory
23 access system of equipment, affects only the laboratory equlpment 23 of failure, or causes new laboratory equlpment 23 complete collection
Task, the normal acquisition without having influence on other laboratory equlpment 23.
Design of Laboratory Management System based on intelligent data acquisition of the present utility model is mutually tied with distributed using centralized
The hybrid architecture of conjunction is designed.Management system realizes grouping of the world economy centralized architecture using JavaEE technology paths,
Using central machine room resource or the cloud platform resource deployment of laboratory, distributed access is realized by browser；Data acquisition system
Realized and 23 closely-coupled distributed architecture of laboratory equlpment using .NET technology paths, using each laboratory equlpment side
PC deployment.
Part of data acquisition adopts primary and secondary structure, realizes the distributed capture ability to multiple devices, each laboratory
One main control end 21 will be installed, and main control end 21 is main control server, primary control program is installed in main control end 21, is responsible for the experiment
All collecting devices 22 of room, collecting device 22 as install the PC of capture program, show and preserve these collecting devices 22 and adopt
The data for collecting, while by Web Service are by the real time data for collecting or file is imported in application server afterwards,
And file can will import application server or export to main control end 21 afterwards by Web Service；Each use for laboratory one
Or multiple stage collecting device 22 is by calling real time data automatic data collection of the API realizations of equipment to laboratory equlpment 23, if
Laboratory equlpment 23 cannot directly access, a monitoring programme can be installed in the system that equipment is carried, monitored with it work as
The data file that front laboratory equlpment 23 is produced, and the data for listening to are passed through into network transmission to capture program.
In data acquisition, specific data transfer step is：
(1), after pilot project starts, the pilot project information after decomposition (such as pilot project, is set by Design of Laboratory Management System
Standby, personnel) it is issued to main control end 21；
(2) pilot project information is issued to collecting device 22 by main control end 21；
(3) testing crew control collecting device 22 gathers test data from laboratory equlpment 23, and is stored in collection and sets
In standby 22 data base；
(4), after the completion of pilot project, the data of the pilot project are uploaded to main control end 21 by testing crew, are stored in master control
In the data base at end 21；
(5), after the completion of pilot project, testing crew sends the instruction of data acquisition；
(6), after main control end 21 is connected to data acquisition instructions, pilot project data are uploaded in management system.
The program of data acquisition mainly includes：Capture program, primary control program, oracle listener, four part of underlying services.
(1) capture program：Capture program is responsible for from gathered data in various laboratory equlpment 23, and it is mainly set by all kinds of
Standby API carrys out insert experiment room equipment 23, and the species of laboratory equlpment 23 includes：The network equipment, serial equipment, USB device, string
Mouth server and Third party system, by the access to equipment, realization is measured from real-time acquisition and display in equipment or system
Data, real-time acquisition and display alert data, and the data of collection are saved in locally by bottom document storage service, pass through
Measurement data, alert data are sent to primary control program by network communication services.
(2) primary control program：It is responsible for by network receiving the measurement data that capture program is collected, alert data, and leads to
Cross the mode of curve or list to show these data, while the gathered data for receiving is saved as local text by primary control program
Part, local file is organized by certain rule, and provides the query function of data file, and primary control program passes through
Call the Web Service functions of application server to upload real-time measurement data and alert data, and by calling Web
Service functions are carrying out the importing and derivation of file, and during importing, deriving carry out various conversions to data file.
(3) oracle listener：It is that specific equipment or system customization are developed that the program is, when laboratory equlpment 23 is without external
API, when providing only the measurement data file or operation file that can read while write, oracle listener by monitor these data files
Carry out gathered data with operation file, then communicated come transmission data by bottom-layer network, when all hardware equipment or system are all provided
During external API, oracle listener can not be present.
(4) underlying services：Mainly carry out on program backstage, realize the Web that local data is interacted with application server
Service is serviced；Realize the network communication services interacted between primary control program and capture program and capture program and the network equipment；
During the real time data warehousing and files passe DTS changed by partial data is realized, and is realized data
Preserve into the file storage service of file.
In data acquisition, the data of a total three types are needed in management terminal 1, collecting device 22, laboratory
Transmit between equipment 23, i.e. test mission data, result of the test data, acquisition instructions data.
Capture program directly gathers the measurement data and alert data of the generation of laboratory equlpment 23 by API, or by prison
The real-time monitoring file of program is listened, so as to gathering measurement data, then the data for collecting primary control program is sent to into by network,
The data for receiving are shown, store and import data base by Web Service functions by master control.
Design of Laboratory Management System needs the result of the test data for aiding in user to be made a report in test report automatically, in experiment detection
The leader of the heart and laboratory is also required to the result data that pilot project is browsed by Design of Laboratory Management System, and data are carried out it is right
Than etc. operation.
The main source of test data is：The test data that preserves in the test system of laboratory equlpment 23, laboratory set
The data of these types are required to accomplish automatically by standby 23 test datas for directly exporting, the test data of artificial range estimation
Collection.
Reduce the input of hardware resource during gathered data as far as possible, data are realized under the conditions of laboratory existing hardware
Collection.The working environment of laboratory can be connected with the office network of Research Center, experimental enviroment some laid office network, have
There was only LAN 24 a bit, but cannot connect with office network, some are then without network environment, therefore online acquisition is supported in data acquisition
With offline collection two ways.
In process of the test, most of data acquisition is that result of the test or conclusion (of pressure testing) data are acquired, this part number
According to collection be non real-time nature, user when test report is edited, according to the call format request of test report when time test
The data of project, and by system Auto-writing in data form；Some test in addition needs Real-time Collection to try
Test the data of output.
Centralization data acquisition and equipment observing and controlling are the important process in system, and in CNAS with regard to laboratory data
The base support of control, is to ensure detection and calibration data effectiveness, the important technical of integrity.
Situation of the Design of Laboratory Management System for each laboratory equlpment 23, there is provided the equipment based on device drives interface protocol
Three kinds of collecting methods such as collection, the system access based on software system and the Transformation Service based on data file.Data are adopted
Collection adopts Distributed Architecture, can dispose some collecting devices 22 and a main control end 21 in a laboratory, local to meet
Change, high speed, the data acquisition demand of big data and laboratory local data regulatory requirement.While the part original number of laboratory
The test data center that the automatic submission of data/address bus is aggregated into Research Center can be passed through according to test/testing result data, united
One management and application.
Design of Laboratory Management System provide test data analyzer process instrument, there is provided expression formula calculatings, Preprocessing Algorithm, lead to
The finishing analysis to gathered data are realized with various processing modes such as algorithm.Analyzing and processing provides conventional algorithm includes pretreatment
Algorithm (biasing, interpolation, vertically move, data smoothing, delete wild point, resampling, data cutout etc.), spectrum analyses, filtering minute
Data are directly calculated by analysis, general-purpose algorithm (peak-to-peak value, integration, differential, RMS, envelope), fitting, statistics.
Unstructured data and traditional structure data composition that simultaneity factor is produced for various kinds of equipment automatic data collection
" Big Data ", there is provided new data association management technique, while processing structure and non-structural data, efficiently manage big number
According to collection, specific data are found in support in huge data.System can be carried out by correlation standard on this basis
Data are calculated and data processing, and can automatically generate test report.Data management function, returning for test data are provided simultaneously
Put and review with process of the test.
Management system in management terminal 1 is responsible for the management to each laboratory tasks overall process data and relevant information, enters
And realize the further analysis and utilization to data.Data in system include two class (structuring of structuring and unstructured data
Data, data, are stored in lane database at once, the data that can be realized come logical expression with bivariate table structure；Be inconvenient to use number
The data showed according to storehouse two dimension logical table are referred to as the document of various forms in unstructured data, including process of the test, report
Table text, picture, test data and audio/visual information etc..System is managed collectively to the data for gathering, to data
File can be imported and exported and be changed, and can carry out visual presentation to data and test report is automatically generated.
By capture program and primary control program joint, the automatic data collection of real time data realizes that oracle listener is auxiliary, afterwards text
Importing and exporting for part is realized by primary control program；If equipment can carry out automatic data collection, such as measuring equipment, electromagnetic compatibility equipment
Deng needing primary control program, capture program and oracle listener to be used in combination；If only needing to carry out importing and exporting for data file to turn
Change, then using primary control program realizing.
For real-time data acquisition, adopted from laboratory equlpment 23 or oracle listener by collecting device 22, i.e. collecting computer
Collection data, then by network by the data is activation for collecting to main control end 21, i.e. main control computer, and by main control computer adjust
Realize that data are put in storage in real time with the Web Service functions of application server.
For the importing of file afterwards, data file is passed through into network or third party's medium transmission to main control computer, by
Main control computer calls the Web Service functions of application server to realize the importing of data file.
Data collecting system 2 adopts distributed frame, is made up of primary control program and capture program, can under a primary control program
To manage multiple capture programs, measurement data and alert data that capture program is produced by the direct collecting devices 22 of API, or it is logical
The real-time monitoring file of oracle listener is crossed, so as to gathering measurement data, then the data for collecting master control is sent to into by network
The data for receiving are shown, store and import data base by Web Service functions by program, master control.
(1) right button on primary control program device tree, ejects right button menu, selects " starting collection " order, and primary control program will
Start acquisition and corresponding capture program is sent a command to by point-to-point mode.
(2) capture program receives acquisition, and corresponding reflection is made at interface, and acquisition is changed forming apparatus energy
The order BUFFER of identification, goes to access corresponding equipment by equipment AM access module, and by taking temperature test chamber as an example, equipment accesses mould
Block will carry out equipment connection by network Transmission Control Protocol, or while send the order BUFFER for reading temperature humidity to equipment, if
It is standby to return the temperature of current test case or the humidity of proof box.
(3) capture program carries out various displays on capture program after obtaining temperature or humidity, including form, curve etc.
Form, and these data are carried out it is locally stored, while sending these data to primary control program.
(4) primary control program carries out the real-time display of data after obtaining data, can also be calculated in real time, and primary control program leads to
Cross and call Web Service functions to realize that batch data is put in storage.
There is provided alert service module in primary control program, mastery routine of the module as remote alarmss, it is main be responsible for by with
Capture program interaction (includes linkage) from different experiments room equipment 23 and the warning message of system receiving, process.Program is opened
The parameter that initialization program is needed in running first after dynamic, such as some listening ports, database link information etc..Then program
Output multiple branches and process corresponding solicited message respectively, topmost is exactly the process of warning message.To connect from different port
That what is received is ultimately converted to a kind of unified alarm structure from different types of warning message, is stored in warning message chained list, by reporting
The alert thread that processes constantly is processed to which.
(1) equipment is connected by equipment AM access module after capture program starts, and by the connection of equipment return to setting
Standby operation conditions is monitored in real time.
(2) illustrated with certain temperature test chamber, the equipment AM access module of capture program is circulated by Transmission Control Protocol and sent to equipment
" alarm condition " is ordered, and equipment will make corresponding answer according to the current state of oneself.
(3) if capture program obtains warning message, warning message can be carried out alarm, while passing through point-to-point side
Warning message is sent to primary control program by formula.
(4) primary control program carries out alarm and shows after receiving warning message.
This utility model supports CNAS quality management systems comprehensively, carries out procedure according to relative program file regulation
Hold, cover the aspects such as lab resources management, Project Process management, in-house quality management
(1) lab resources ensure all element of resources for covering laboratory, and user can be with comprehensive management laboratory
Various resources, including realize the centralized management of the class resource such as mechanism, facilities environment, equipment, personnel, data and software, method with
Ensure, and data with existing can be based on, carry out the statistical analysiss that resource is used.Lab resources ensure with《Detection and calibration experiments
Room capability Approval criterion》The covering correspondence table of program is as follows：
1 lab resources of table ensure the management program for covering
(2) overall process of trial is covered by test mission management, to test mission from approving and initiate a project, flow process rule
Draw, tasks carrying, task statistics was managed in detail with the complete period of monitoring.System both can be according to test mission《Detection and
Calibration laboratory capability Approval criterion》Program is completely covered accreditation detection class test mission, while can also support to require in program
Outside scientific research project management.It is as follows that accreditation detection class test mission manages table corresponding with the covering of approved programme：
The management program that the management of 2 test mission of table is covered
(3) internal soundness management, the management and technical system for referring to laboratory follow correlated quality system management system, it is ensured that
This Laboratory Management System effectively runs, and it is several that document management, quality matter and quality audit etc. are covered in internal soundness management
Aspect.Internal soundness feed back with《Testing and calibration laboratories capability Approval criterion》The covering correspondence table of program is as follows：
3 internal soundness of table feeds back covered quality procedure
Above embodiment of the present utility model is described in detail, but the content has been only of the present utility model preferable
Embodiment, it is impossible to be considered as limiting practical range of the invention.All impartial changes made according to this utility model scope with
Improve etc., still all should belong within this patent covering scope.
Claims (9)
1. a kind of Design of Laboratory Management System based on intelligent data acquisition, it is characterised in that：Including being connected with each other by network
Management terminal (1), data collecting system (2)；The data collecting system (2) includes main control end (21), at least one collection
Equipment (22), at least one laboratory equlpment (23), the management terminal (1) are connected with main control end (21) by network；It is described
Main control end (21) is connected with least one collecting device (22) by network；Each collecting device (22) is by wired and/or nothing
The mode of line is connected with a laboratory equlpment (23), and collecting device (22) is for gathering the data of laboratory equlpment (23).
2. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：The reality
Room equipment (23) is tested including testing equipment.
3. the Design of Laboratory Management System based on intelligent data acquisition according to claim 2, it is characterised in that：The inspection
Measurement equipment include electric power laboratory equlpment, relay protection tester, environmental laboratory equipment, electromagnetic compatibility test equipment, RTDS systems,
Programmable AC Power Source, assay device, metering automation terminal check that platform, electromagnetic compatibility test equipment, environmental laboratory set
Standby, relay protection tester, transformer standard and assay device, electric energy metrical global error calibration equipment, electromagnetic compatibility test equipment.
4. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：The pipe
Reason terminal (1) is connected with main control end (21) by Intranet；The main control end (21) is adopted with least one by Intranet
Collection equipment (22) connects.
5. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：The pipe
Reason terminal (1) is made up of application server, database server.
6. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：The pipe
Reason terminal (1) is communicated with data collecting system (2) using Web Service.
7. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：It is described with
The laboratory equlpment (23) that collecting device (22) is connected by wired mode is serial equipment, USB device or serial server.
8. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：It is described with
The laboratory equlpment (23) that collecting device (22) wirelessly connects is the network equipment.
9. the Design of Laboratory Management System based on intelligent data acquisition according to claim 1, it is characterised in that：The reality
Test separate between room equipment (23).
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201620801505.2U CN206058263U (en) | 2016-07-27 | 2016-07-27 | Laboratory management system based on intelligent data acquisition |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201620801505.2U CN206058263U (en) | 2016-07-27 | 2016-07-27 | Laboratory management system based on intelligent data acquisition |
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| CN107843719A (en) * | 2017-11-01 | 2018-03-27 | 苏州华电电气股份有限公司 | Oiling Design of Laboratory Management System |
| CN108762205A (en) * | 2018-05-03 | 2018-11-06 | 大连中汇达科学仪器有限公司 | A kind of Laboratory Instruments automatic data collection and intelligent managing and control system |
| CN109410552A (en) * | 2018-11-12 | 2019-03-01 | 五邑大学 | The detection data intellectualized management system of standard optical assembly testing laboratory |
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| CN111464562A (en) * | 2020-04-27 | 2020-07-28 | 苏州市产品质量监督检验院 | Laboratory data intelligent acquisition and conversion system |
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| CN107843719A (en) * | 2017-11-01 | 2018-03-27 | 苏州华电电气股份有限公司 | Oiling Design of Laboratory Management System |
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| CN108762205A (en) * | 2018-05-03 | 2018-11-06 | 大连中汇达科学仪器有限公司 | A kind of Laboratory Instruments automatic data collection and intelligent managing and control system |
| CN109410552A (en) * | 2018-11-12 | 2019-03-01 | 五邑大学 | The detection data intellectualized management system of standard optical assembly testing laboratory |
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| CN109725167A (en) * | 2018-12-29 | 2019-05-07 | 安徽易商数码科技有限公司 | Grain and oil quality inspection laboratory instrument equipment butt joint system |
| CN110889018A (en) * | 2019-11-22 | 2020-03-17 | 贵州科学院(贵州省应用技术研究院) | Based on GLP laboratory information management integration platform system |
| CN111179661A (en) * | 2020-02-19 | 2020-05-19 | 广东轻工职业技术学院 | Teaching system and method based on traceability management |
| US11791023B2 (en) | 2020-04-08 | 2023-10-17 | Martel Instruments Limited | Data collection device |
| CN111464562A (en) * | 2020-04-27 | 2020-07-28 | 苏州市产品质量监督检验院 | Laboratory data intelligent acquisition and conversion system |
| CN111598751A (en) * | 2020-05-15 | 2020-08-28 | 哈尔滨工业大学 | Laboratory management system based on experimental scene |
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